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oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data
SUMMARY: For model species, single-cell RNA-based cell atlases are available. A good cell atlas includes all major stages in a species’ ontogeny, and soon, they will be standard even for nonmodel species. Here, we propose a Python package called oggmap, which allows for the easy extraction of an ort...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10663984/ https://www.ncbi.nlm.nih.gov/pubmed/37952198 http://dx.doi.org/10.1093/bioinformatics/btad657 |
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author | Ullrich, Kristian K Glytnasi, Nikoleta E |
author_facet | Ullrich, Kristian K Glytnasi, Nikoleta E |
author_sort | Ullrich, Kristian K |
collection | PubMed |
description | SUMMARY: For model species, single-cell RNA-based cell atlases are available. A good cell atlas includes all major stages in a species’ ontogeny, and soon, they will be standard even for nonmodel species. Here, we propose a Python package called oggmap, which allows for the easy extraction of an orthomap (gene ages per orthogroup) for any given query species from OrthoFinder and other gene family data resources, like homologous groups from eggNOG or PLAZA. oggmap provides extracted gene ages for more than thousand eukaryotic species which can be further used to calculate gene age-weighted expression data from scRNA sequencing objects using the Python Scanpy toolkit. Not limited to one transcriptome evolutionary index, oggmap can visualize the individual gene category (e.g. age class, nucleotide diversity bin) and their corresponding expression profiles to investigate scRNA-based cell type assignments in an evolutionary context. AVAILABILITY AND IMPLEMENTATION: oggmap source code is available at https://github.com/kullrich/oggmap, documentation is available at https://oggmap.readthedocs.io/en/latest/. oggmap can be installed via PyPi or directly used via a docker container. |
format | Online Article Text |
id | pubmed-10663984 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106639842023-11-11 oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data Ullrich, Kristian K Glytnasi, Nikoleta E Bioinformatics Applications Note SUMMARY: For model species, single-cell RNA-based cell atlases are available. A good cell atlas includes all major stages in a species’ ontogeny, and soon, they will be standard even for nonmodel species. Here, we propose a Python package called oggmap, which allows for the easy extraction of an orthomap (gene ages per orthogroup) for any given query species from OrthoFinder and other gene family data resources, like homologous groups from eggNOG or PLAZA. oggmap provides extracted gene ages for more than thousand eukaryotic species which can be further used to calculate gene age-weighted expression data from scRNA sequencing objects using the Python Scanpy toolkit. Not limited to one transcriptome evolutionary index, oggmap can visualize the individual gene category (e.g. age class, nucleotide diversity bin) and their corresponding expression profiles to investigate scRNA-based cell type assignments in an evolutionary context. AVAILABILITY AND IMPLEMENTATION: oggmap source code is available at https://github.com/kullrich/oggmap, documentation is available at https://oggmap.readthedocs.io/en/latest/. oggmap can be installed via PyPi or directly used via a docker container. Oxford University Press 2023-11-11 /pmc/articles/PMC10663984/ /pubmed/37952198 http://dx.doi.org/10.1093/bioinformatics/btad657 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Note Ullrich, Kristian K Glytnasi, Nikoleta E oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data |
title | oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data |
title_full | oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data |
title_fullStr | oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data |
title_full_unstemmed | oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data |
title_short | oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data |
title_sort | oggmap: a python package to extract gene ages per orthogroup and link them with single-cell rna data |
topic | Applications Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10663984/ https://www.ncbi.nlm.nih.gov/pubmed/37952198 http://dx.doi.org/10.1093/bioinformatics/btad657 |
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